Exploring the Impact of Matching E-Training Material to Arabic Dyslexia Type on Learners’ Reading Performance, Satisfaction and Behaviour

IF 1 4区 计算机科学 Q3 COMPUTER SCIENCE, CYBERNETICS Interacting with Computers Pub Date : 2024-01-11 DOI:10.1093/iwc/iwad050
Hadeel Mohammed Al-Dawsari, Robert Hendley
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Abstract

Dyslexia is a reading difficulty that can be found everywhere, regardless of a person’s ethnicity or race. The manifestation of dyslexia depends on the structure and orthography of a language. There is a lack of research into Arabic dyslexia, particularly the benefits of adaptive learning in this area. The study presented in this paper aimed to understand the impact on learners’ reading performance, satisfaction and behaviour when matching e-training material with learner attributes. The focus is on learners with short vowel dyslexia. The study was undertaken with 22 female primary school children in Saudi Arabia, all of whom were native Arabic speakers. These children were divided into two groups: a matched group (which included learners with short vowel dyslexia) and a mismatched group (which included learners with vowel dyslexia). An e-training system ‘DysTypeTrain2’ was designed and developed to support the study. A mixed-methods approach was used to collect both quantitative and qualitative data. The quantitative data were collected from (i) pre- and post-test results to calculate the improvement in reading performance and (ii) learner satisfaction scores. The qualitative data were collected from observations of learners’ behaviour. It was found that the learners’ reading performance and satisfaction improved in both experimental conditions (short vowel dyslexia group and vowel dyslexia group), regardless of their Arabic dyslexia type, indicating that the system was effective and the learning process was improved. Further, the learners were happy and excited about the system.
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探索将电子培训材料与阿拉伯语阅读障碍类型相匹配对学习者阅读成绩、满意度和行为的影响
阅读障碍是一种阅读困难,不分民族或种族,随处可见。阅读障碍的表现取决于语言的结构和正字法。目前缺乏对阿拉伯语阅读障碍的研究,特别是适应性学习在这方面的益处。本文介绍的研究旨在了解电子培训材料与学习者属性相匹配时对学习者阅读成绩、满意度和行为的影响。重点是患有短元音阅读障碍的学习者。研究对象是沙特阿拉伯的 22 名女小学生,她们的母语都是阿拉伯语。这些儿童被分为两组:匹配组(包括有短元音阅读障碍的学习者)和不匹配组(包括有元音阅读障碍的学习者)。为了支持这项研究,我们设计并开发了一个电子培训系统 "DysTypeTrain2"。研究采用混合方法收集定量和定性数据。定量数据来自:(i) 前测和后测结果,以计算阅读能力的提高情况;(ii) 学员满意度评分。定性数据则通过观察学习者的行为收集。结果发现,在两种实验条件下(短元音读写困难组和元音读写困难组),无论学习者的阿拉伯语读写困难类型如何,他们的阅读成绩和满意度都有所提高,这表明该系统是有效的,学习过程得到了改善。此外,学习者对该系统感到高兴和兴奋。
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来源期刊
Interacting with Computers
Interacting with Computers 工程技术-计算机:控制论
CiteScore
2.70
自引率
0.00%
发文量
12
审稿时长
>12 weeks
期刊介绍: Interacting with Computers: The Interdisciplinary Journal of Human-Computer Interaction, is an official publication of BCS, The Chartered Institute for IT and the Interaction Specialist Group . Interacting with Computers (IwC) was launched in 1987 by interaction to provide access to the results of research in the field of Human-Computer Interaction (HCI) - an increasingly crucial discipline within the Computer, Information, and Design Sciences. Now one of the most highly rated journals in the field, IwC has a strong and growing Impact Factor, and a high ranking and excellent indices (h-index, SNIP, SJR).
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